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The demo works. Production doesn't: what breaks when you put an LLM on your company's data
vsangaraju
vsangaraju
vsangaraju
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Oct 22
The demo works. Production doesn't: what breaks when you put an LLM on your company's data
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googlecloud
#
ai
#
dataengineering
#
llm
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4 min read
Your AI Agent Probably Belongs in the Data Pipeline
elliot hutchins
elliot hutchins
elliot hutchins
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Oct 22
Your AI Agent Probably Belongs in the Data Pipeline
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ai
#
database
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dataengineering
#
datascience
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6 min read
Why I am scared of complex nested JSON
Maksim Grishchenko
Maksim Grishchenko
Maksim Grishchenko
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Oct 22
Why I am scared of complex nested JSON
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clickhouse
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dataengineering
#
sql
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kafka
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7 min read
MQTT brokers and UNS plumbing: 8 side-by-side comparisons
PlantWired
PlantWired
PlantWired
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Oct 22
MQTT brokers and UNS plumbing: 8 side-by-side comparisons
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mqtt
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iot
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industrialautomation
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dataengineering
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2 min read
Turning Reddit threads into RAG-ready Markdown
Susanth P
Susanth P
Susanth P
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Oct 22
Turning Reddit threads into RAG-ready Markdown
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python
#
dataengineering
#
rag
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tutorial
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3 min read
To SQL or to Python; there is another problem
Sudeep Hazra
Sudeep Hazra
Sudeep Hazra
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Oct 22
To SQL or to Python; there is another problem
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dataengineering
#
python
#
sql
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6 min read
A backfill can match row counts and totals while still being wrong
Anton Gameza
Anton Gameza
Anton Gameza
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Oct 22
A backfill can match row counts and totals while still being wrong
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dataengineering
#
python
#
testing
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4 min read
A deleted CDC row still needs a version: a Python counterexample
Anton Gameza
Anton Gameza
Anton Gameza
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Oct 22
A deleted CDC row still needs a version: a Python counterexample
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dataengineering
#
python
#
testing
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4 min read
An old event timestamp can still leak future information into training data
Anton Gameza
Anton Gameza
Anton Gameza
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Oct 22
An old event timestamp can still leak future information into training data
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dataengineering
#
sql
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machinelearning
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python
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4 min read
BETWEEN can double-count a fact at an SCD2 version boundary
Anton Gameza
Anton Gameza
Anton Gameza
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Oct 22
BETWEEN can double-count a fact at an SCD2 version boundary
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sql
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dataengineering
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sqlite
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testing
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4 min read
Data platform teams are becoming exception handlers
Sudeep Hazra
Sudeep Hazra
Sudeep Hazra
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Oct 22
Data platform teams are becoming exception handlers
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career
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dataengineering
#
softwareengineering
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7 min read
Proving a parsed brokerage statement: the cash check and the position check in Python
Damin Mutti
Damin Mutti
Damin Mutti
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for
ZeraBooks
Oct 22
Proving a parsed brokerage statement: the cash check and the position check in Python
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python
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fintech
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dataengineering
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accounting
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4 min read
Delta Lake Table Maintenance on Databricks: OPTIMIZE, Z-ORDER vs Liquid Clustering, and VACUUM
Karan Pulyala
Karan Pulyala
Karan Pulyala
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Oct 22
Delta Lake Table Maintenance on Databricks: OPTIMIZE, Z-ORDER vs Liquid Clustering, and VACUUM
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databricks
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deltalake
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dataengineering
#
pyspark
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6 min read
Parsing money in Python: reject bad precision before choosing how to round
Anton Gameza
Anton Gameza
Anton Gameza
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Oct 22
Parsing money in Python: reject bad precision before choosing how to round
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python
#
dataengineering
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testing
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4 min read
Replaying payment events: test the second run, not just the first
Anton Gameza
Anton Gameza
Anton Gameza
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Oct 22
Replaying payment events: test the second run, not just the first
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dataengineering
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2 min read
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